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- OLS Regression Results
- ==============================================================================
- Dep. Variable: CUSTOMER_PURCHASE R-squared: 0.010
- Model: OLS Adj. R-squared: 0.008
- Method: Least Squares F-statistic: 5.975
- Date: Sat, 16 Nov 2019 Prob (F-statistic): 7.80e-19
- Time: 12:03:28 Log-Likelihood: 7634.2
- No. Observations: 10582 AIC: -1.522e+04
- Df Residuals: 10557 BIC: -1.504e+04
- Df Model: 24
- Covariance Type: HAC
- ======================================================================================
- coef std err t P>|t| [0.025 0.975]
- --------------------------------------------------------------------------------------
- const -0.0104 0.004 -2.488 0.013 -0.019 -0.002
- OPEN_PAST_EMAILS -0.0020 0.002 -0.847 0.397 -0.007 0.003
- 2 -9.177e-05 0.003 -0.030 0.976 -0.006 0.006
- 3 0.0011 0.002 0.498 0.619 -0.003 0.005
- 4 0.0034 0.003 1.356 0.175 -0.002 0.008
- 5 -0.0014 0.002 -0.761 0.447 -0.005 0.002
- 6 0.0013 0.002 0.770 0.442 -0.002 0.005
- 7 0.0029 0.003 0.965 0.335 -0.003 0.009
- 8 0.0047 0.003 1.587 0.112 -0.001 0.011
- 9 0.0073 0.004 1.840 0.066 -0.000 0.015
- 10 0.0127 0.003 5.008 0.000 0.008 0.018
- 11 0.0165 0.003 6.557 0.000 0.012 0.021
- 12 0.0286 0.004 6.483 0.000 0.020 0.037
- GROCERY 0.0128 0.004 3.104 0.002 0.005 0.021
- BULK 0.0090 0.006 1.636 0.102 -0.002 0.020
- SEAFOOD -0.0049 0.004 -1.289 0.197 -0.012 0.003
- BEER -0.0002 0.005 -0.036 0.972 -0.010 0.010
- BUTCHERY 0.0024 0.006 0.402 0.688 -0.009 0.014
- DAIRY 0.0086 0.005 1.847 0.065 -0.001 0.018
- PRODUCE 0.0415 0.010 4.243 0.000 0.022 0.061
- DELICATESSEN -0.0101 0.004 -2.270 0.023 -0.019 -0.001
- BAKERY -0.0007 0.004 -0.173 0.862 -0.008 0.007
- FROZEN -0.0014 0.004 -0.370 0.711 -0.009 0.006
- MALE -0.0036 0.002 -1.548 0.122 -0.008 0.001
- ADVERTISING_STRICT 0.0055 0.003 1.626 0.104 -0.001 0.012
- ==============================================================================
- Omnibus: 14295.721 Durbin-Watson: 1.989
- Prob(Omnibus): 0.000 Jarque-Bera (JB): 1936003.644
- Skew: 8.095 Prob(JB): 0.00
- Kurtosis: 67.255 Cond. No. 61.4
- ==============================================================================
- Warnings:
- [1] Standard Errors are heteroscedasticity and autocorrelation robust (HAC) using 1 lags and without small sample correction
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